Designing a Prototype for Analytical Model Selection and Execution to Support Self-Service BI.
Gregory SchymikKaren CorralDavid SchuffRobert D. St. LouisPublished in: AMCIS (2017)
Keyphrases
- model selection
- cross validation
- business intelligence
- sample size
- hyperparameters
- statistical learning
- parameter estimation
- bayesian learning
- error estimation
- selection criterion
- meta learning
- gaussian process
- mixture model
- variable selection
- machine learning
- generalization error
- regression model
- motion segmentation
- statistical inference
- information criterion
- bayesian methods
- bayesian information criterion
- leave one out cross validation
- marginal likelihood
- data mining
- support vector
- feature selection
- model selection criteria
- parameter determination
- multivariate regression